Towards Data Science

AUGUST 8, 2023

Pioneering Data Observability: Data, Code, Infrastructure, & AI The four dimensions of data observability: data, code, infrastructure, and ai? Unreliable data doesn’t live in a silo… it’s impacted by all three ingredients of the data ecosystem: data + code + infrastructure. You look at the code.

Coding 70

Coding Data Software Engineer Software Engineering 70

The Pragmatic Engineer

FEBRUARY 23, 2023

Chris Lee is the founder of US-based Launch School , which is one of the “anti bootcamp coding schools,” and an organization which impresses me. Remember that in 2021 junior engineers were struggling to find entry-level positions, as I covered at time , even within the generally heated job market.

Software Engineer 206

Software Engineer Software Engineering Recruitment Portfolio 206

The Pragmatic Engineer

OCTOBER 10, 2023

He’s solved interesting engineering challenges along the way, too – like building observability for Amazon’s EC2 offering, and being one of the first engineers on Uber’s observability platform. From learning to code in Australia, to working in Silicon Valley How did I learn to code?

Software Engineer 249

Software Engineer Software Engineering Architecture Media 249

Monte Carlo

AUGUST 9, 2023

Over the last 20-ish years, the DevOps methodology has become the default approach to developing, securing, scaling, and maintaining software engineering. And in the last 5-ish years, DataOps has entered the scene to help data engineers scale data management. But what, exactly, is a data engineering workflow?

Data Engineering 52

Data Engineering Data Engineer Engineering Data Pipeline 52

The Pragmatic Engineer

AUGUST 10, 2023

Ayhan visualized this data and observed a definite fall in all metrics: page views, visits, questions asked, votes. Q&A activity is definitely down: the company is aware of this metric taking a dive, and said they’re actively working to address it. A senior engineer/EM job search story.

Retail 171

Retail Utilities Software Engineer Software Engineering 171

Monte Carlo

AUGUST 7, 2023

Prevention: Finally, data observability also provides mechanisms to prevent data issues from happening in the first place, like placing circuit breaking in pipelines and creating visibility around the impact code changes would make on data, among other proactive measures of preventing bad data from entering your pipelines in the first place.

Coding 52

Coding Data Software Engineer Software Engineering 52

Christophe Blefari

JUNE 15, 2024

How to rethink the recommendation for social networks — This is a small video about Jack Dorsey (Twitter co-founder) about recommendation algorithm and how platforms today should give the choice back to users, this is about free will and building biais / filter bubbles. MLOps coding course — Great MLOps course!

Data 100

Data Bytes Metadata SQL 100

Christophe Blefari

MARCH 1, 2023

dbt is a development framework that combines modular SQL with software engineering best practices to make data transformation reliable, fast, and fun. a macro — a macro is a Jinja function that either do something or return SQL or partial SQL code. You can read dbt's official definitions.

Data Warehouse 278

Data Warehouse SQL Metadata Raw Data 278

Towards Data Science

JUNE 2, 2023

How to improve the code quality of your dbt models with unit tests and TDD All you need to know to start unit testing your dbt SQL models Photo by Christin Hume on Unsplash If you are a data or analytics engineer, you are probably comfortable writing SQL models and testing for data quality with dbt tests. Kent Beck ?

Coding 68

Coding SQL Software Engineer Software Engineering 68

Towards Data Science

JULY 13, 2023

Building a maintainable and modular LLM application stack with Hamilton in 13 minutes LLM Applications are dataflows, use a tool specifically designed to express them LLM stacks. Hamilton is great for describing any type of dataflow , which is exactly what you’re doing when building an LLM powered application. Image from pixabay.

Building 68

Building Database-centric Database Coding 68

Picnic Engineering

SEPTEMBER 20, 2022

Data Science at Picnic We have been building and maintaining our ML systems as a central Data Science team with a lot of emphasis on software engineering skills. Additionally, the more we build, the more time we spend on maintaining existing solutions. So far, this has been working great for Picnic.

Data Science 52

Data Science Building Machine Learning Software Engineer 52

Knowledge Hut

JUNE 26, 2023

Having knowledge of real-world software applications or projects are very essential for any projects for backend developers aspiring software engineers or developers. If you really want to build some cool backend projects, then this blog post is for you to provide a comprehensive guide for your career goals and guidance.

Portfolio 98

Portfolio Project Food Media 98

Data Engineering Weekly

APRIL 14, 2024

With the 1-bit LLM model, the researchers are suggesting instead of FP16 (Full Precision floating-point number with 5-bits) or FP32 (Full Precision floating-point number with 6-bits), you can build an equally efficient model using ternary digit set ∈ {-1, 0, 1}. High-quality data is the cornerstone of LLM.

Data Engineering 62

Data Engineering Data Engineer Engineering Business Intelligence 62

Monte Carlo

JANUARY 23, 2024

In short, Maxime argues that to effectively scale data science and analytics in the future, data teams needed a specialized engineer to manage ETL, build pipelines, and scale data infrastructure. Enter, the data engineer. As a result, being a data engineer was both a blessing and a curse.

Data Engineering 98

Data Engineering Data Engineer Engineering Data 98

Christophe Blefari

APRIL 21, 2023

If a model do not respect a contract it will not build. In dbt vocabulary build means run + other things. I think that these improvements are really important to bring analytics engineering to the next level, this is new capabilities that will bring the field new software engineering practices to data assets management.

Raw Data 130

Raw Data Data Datasets SQL 130

Knowledge Hut

NOVEMBER 20, 2023

Who is a DevOps Engineer? The term " DevOps engineer " has several definitions and connotations depending on the firm. However, in general, a DevOps engineer collaborates with IT and operations teams and has coding and engineering expertise. An Information Technology (IT) expert is a DevOps engineer.

Engineering 98

Engineering Amazon Web Services Computer Science Software Engineer 98

Pinterest Engineering

OCTOBER 2, 2023

Each summer, Pinterest welcomes Software Engineering Pinterns who spend 12 weeks with us creating impact within our product and teams. Our University Recruiting Team hosted professional development workshops to drive skill-building and discuss topics like imposter syndrome, time management and productivity.

Recruitment 89

Recruitment Software Engineer Software Engineering Engineering 89

Knowledge Hut

JANUARY 16, 2024

Another study from Indeed, the online job portal giant, revealed that machine learning engineers, data scientists, and software engineers with these skills are topping the list of most in-demand professionals. It has no manual coding; it is all about smart algorithms doing the heavy lifting.

Machine Learning 98

Machine Learning Engineering Programming Language Algorithm 98

Knowledge Hut

SEPTEMBER 6, 2023

These courses provide an interactive learning environment with practical projects, building confidence in programming and software development. Beyond personal growth, a software development course opens doors to diverse career opportunities in the tech industry.

Computer Science 119

Computer Science Software Engineer Software Engineering Java 119

Data Engineering Podcast

JANUARY 7, 2022

In this episode Metaplane founder Kevin Hu shares his working definition of the term and explains the work that he and his team are doing to cut down on the time to adoption for this new set of practices. This is a great exploration of what it means to treat your data platform as a living system and apply state of the art engineering to it.

BI 100

BI Data Warehouse Metadata SQL 100

Monte Carlo

MARCH 28, 2023

Monte Carlo joined the fray and said, “Maybe having engineers manually code unit tests isn’t the best way to ensure data quality.” Today, data engineers continue to stomp on hard coded pipelines and on-premises servers as they march up the modern data stack slope of enlightenment. Speed to insights.

Data Warehouse 126

Data Warehouse Raw Data Data Pipeline Software Engineer 126

Christophe Blefari

APRIL 28, 2023

At the moment we have a dbt Semantic Layer that correspond to YAML definitions and MetricFlow—which was Transform open-source project—that is able to understand the semantics to generates SQL. Either by assisting humans, it can be customers (cart building, etc.) A lot of changes will happen to MetricFlow incl.

SQL 100

SQL Food PostgreSQL Data 100

Knowledge Hut

MARCH 28, 2024

In the dynamic realm of software engineering, the pursuit of excellence and efficiency is a continuous journey. Amidst the array of tools available to navigate this path, software metrics emerge as indispensable instruments. What are Software Metrics in Software Engineering?

Software Engineer 52

Software Engineer Software Engineering Data Collection Coding 52

Knowledge Hut

MARCH 22, 2024

Its portability guarantees cross-platform code execution, while manual memory management maximizes resource utilization. Local Environment Setup Before you begin coding, you must first set up an appropriate development environment. Text Editor Select a text editor with features that help you code in C and that fits your tastes.

Algorithm 52

Algorithm Programming Language Software Engineer Software Engineering 52

The Pragmatic Engineer

MAY 25, 2023

I got a message from a software engineer working at a company which laid off 30% of staff in December 2022. Such a log would build confidence that Glassdoor is a neutral platform which is only enforcing its own terms and conditions, and could validate this. month-long code freeze at Stack Overflow. Exclusive A 1.5

Software Engineer 298

Software Engineer Software Engineering AWS Engineering 298

Rock the JVM

MARCH 7, 2024

Kotlin is developed and maintained by a financially successful company who write their own software in it (skin in the game), its annual conference is sold-out months in advance, and its community is active and contributing with new libraries and tools every day. By the end of this course, expect to write 300-400 lines of code.

Scala 86

Scala Java Programming Language Programming 86

Zalando Engineering

MARCH 15, 2017

Generally speaking, linting is a tool for static code analysis and therefore part of white-box testing. To make sense of this, a developer would already have knowledge of the written code and will define rules or expectations about how a component should behave (unit tests), or how it should be structured (linting). What is linting?

Coding 52

Coding Programming Language Project Software Engineer 52

ProjectPro

FEBRUARY 6, 2023

This blog discusses the skill requirements, roles and responsibilities, and salary outlook for a data analytics engineer to help you make the right decision. They have the technical expertise to use software engineering best practices (e.g., Data Modeling An analytics engineer's main responsibility is to build data models.

Data Analytics 52

Data Analytics Engineering IT Computer Science 52

Knowledge Hut

MARCH 14, 2024

What is Computer Science A more general term that includes nearly all software-related and related fields is computer science. Parameters Computer Science Artificial Intelligence Definition Broad field encompassing various aspects of computing such as algorithms, data structures, software development, and more.

Computer Science 52

Computer Science Programming Language Electronics MongoDB 52

Knowledge Hut

JUNE 9, 2024

Please continue reading to learn more about what is system engineer and what does a system engineer do. What is a System Engineer? The definition of a system engineer is that they are specialists who examine what is wrong with a system and determine how to solve it, which may include building new solutions from scratch.

Systems 52

Systems Engineering Telecommunication Electronics 52

Pinterest Engineering

OCTOBER 24, 2023

Then, we’ll interview Juan Pablo Ramos (Software Engineer) to learn about his first Makeathon experience. Whether it’s building a pitch, design, video or solving hurdles in data analysis, engineering and AI, Hack Doctors are around to support Pinterest employees during Makeathon. Of course, we use a lot of medical puns!

Medical 95

Medical Project Engineering Software Engineer 95

Data Engineering Podcast

FEBRUARY 6, 2022

Announcements Hello and welcome to the Data Engineering Podcast, the show about modern data management When you’re ready to build your next pipeline, or want to test out the projects you hear about on the show, you’ll need somewhere to deploy it, so check out our friends at Linode. How does it work?

Data Pipeline 100

Data Pipeline Data Metadata Software Engineer 100

DoorDash Engineering

SEPTEMBER 19, 2023

As a tech company, it’s our products and platform – and the engineers that build them – that power what DoorDash is able to offer our Consumers, Dashers, and Merchants every day. Software Engineer (E3) Tl;dr: You are a Productive Coder , translating clear requirements into high quality code that is rolled out safely.

Engineering 89

Engineering Recruitment Certification Data Analysis 89

Ascend.io

MARCH 17, 2023

These engineering functions are almost exclusively concerned with data pipelines, spanning ingestion, transformation, orchestration, and observation — all the way to data product delivery to the business tools and downstream applications. In fact, it’s been a recurring theme in software engineering.

Data Pipeline 52

Data Pipeline Datasets Data Software Engineer 52

Ascend.io

MARCH 17, 2023

These engineering functions are almost exclusively concerned with data pipelines, spanning ingestion, transformation, orchestration, and observation — all the way to data product delivery to the business tools and downstream applications. In fact, it’s been a recurring theme in software engineering.

Data Pipeline 52

Data Pipeline Datasets Data Software Engineer 52

Ripple Engineering

FEBRUARY 2, 2021

The Ripple Data Engineering team is expanding, which means higher frequency changes to our data pipeline source code. This means we need to build better, more configurable and more collaborative tooling that prevents code collisions and enforces software engineering best practices. py}" -.gitlab-ci.yml

Building 52

Building Python Google Cloud Coding 52

Tweag

JANUARY 18, 2023

Tweagers have an engineering mantra — Functional. that begets composable software which can be reasoned about and avails itself to static analysis. These are all “good things” for building robust software, which inevitably lead us to using languages such as Haskell, OCaml and Rust. def write_to_file ( fd : io.

Python 83

Python Bytes Food Software Engineer 83